Analyzing Success Factors of Digital Transformation in Aviation Industry Using Fuzzy Cognitive Map Approach

2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI:10.1109/ICDSBA48748.2019.00035

G. Büyüközkan, O. Feyzioğlu, Celal Alpay Havle

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引用次数: 2

Abstract

Rapid developments in technology have made widespread use of digital technologies in almost every sector. With the spread of these digital technologies, companies have found themselves in an inevitable process of digital transformation. Companies that have started to take part in a new digital ecosystem have tried to provide their competitiveness and sustainability to compete with the benefits of digital transformation. However, a successful digital transformation process has become a necessity to counter the disruptive power of digital transformation. In this study, critical factors necessary for successful digital transformation are analyzed. Fuzzy cognitive map (FCM) technique extension of cognitive maps (CM), which helps to analyze the relationship between these factors and allows scenario analysis for future situations, has been utilized with the thought that these factors are related to each other. These factors are discussed from the perspective of the aviation industry, one of the industries where the effects of digital transformation are intensely observed.

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运用模糊认知图法分析航空业数字化转型成功因素

技术的快速发展使得数字技术几乎在每个部门都得到了广泛的应用。随着这些数字技术的普及，企业发现自己处于一个不可避免的数字化转型过程中。已经开始参与新的数字生态系统的公司试图提供他们的竞争力和可持续性，以与数字化转型的好处竞争。然而，成功的数字化转型过程已经成为对抗数字化转型颠覆性力量的必要条件。在本研究中，分析了成功数字化转型所需的关键因素。模糊认知地图(FCM)是认知地图(CM)的技术扩展，它有助于分析这些因素之间的关系，并允许对未来的情况进行情景分析，并认为这些因素是相互关联的。这些因素是从航空业的角度来讨论的，航空业是数字化转型影响最明显的行业之一。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)

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